Overview
Brought to you by YData
Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 30 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.9 KiB |
| Average record size in memory | 200.0 B |
Variable types
| TimeSeries | 22 |
|---|---|
| Numeric | 2 |
Timeseries statistics
| Number of series | 22 |
|---|---|
| Time series length | 30 |
| Starting point | 1752508740000 |
| Ending point | 1752510480000 |
| Period | 60000 |
close is highly overall correlated with ema_14 and 19 other fields | High correlation |
ema_14 is highly overall correlated with close and 15 other fields | High correlation |
ema_21 is highly overall correlated with close and 9 other fields | High correlation |
ema_60 is highly overall correlated with close and 12 other fields | High correlation |
ema_7 is highly overall correlated with close and 13 other fields | High correlation |
high is highly overall correlated with close and 18 other fields | High correlation |
low is highly overall correlated with close and 16 other fields | High correlation |
macd_7 is highly overall correlated with close and 16 other fields | High correlation |
macdhist_7 is highly overall correlated with close and 6 other fields | High correlation |
macdsignal_7 is highly overall correlated with ema_14 and 9 other fields | High correlation |
obv is highly overall correlated with volume | High correlation |
open is highly overall correlated with close and 16 other fields | High correlation |
rsi_14 is highly overall correlated with close and 9 other fields | High correlation |
rsi_21 is highly overall correlated with close and 10 other fields | High correlation |
rsi_60 is highly overall correlated with close and 16 other fields | High correlation |
rsi_7 is highly overall correlated with close and 6 other fields | High correlation |
sma_14 is highly overall correlated with close and 15 other fields | High correlation |
sma_21 is highly overall correlated with close and 9 other fields | High correlation |
sma_60 is highly overall correlated with close and 12 other fields | High correlation |
sma_7 is highly overall correlated with close and 13 other fields | High correlation |
target is highly overall correlated with close and 11 other fields | High correlation |
volume is highly overall correlated with obv | High correlation |
window_end_ms is highly overall correlated with close and 15 other fields | High correlation |
window_start_ms is highly overall correlated with close and 15 other fields | High correlation |
open is non stationary | Non stationary |
high is non stationary | Non stationary |
low is non stationary | Non stationary |
close is non stationary | Non stationary |
window_start_ms is non stationary | Non stationary |
window_end_ms is non stationary | Non stationary |
sma_7 is non stationary | Non stationary |
sma_14 is non stationary | Non stationary |
sma_21 is non stationary | Non stationary |
sma_60 is non stationary | Non stationary |
ema_7 is non stationary | Non stationary |
ema_14 is non stationary | Non stationary |
ema_21 is non stationary | Non stationary |
ema_60 is non stationary | Non stationary |
rsi_7 is non stationary | Non stationary |
rsi_14 is non stationary | Non stationary |
rsi_21 is non stationary | Non stationary |
rsi_60 is non stationary | Non stationary |
macd_7 is non stationary | Non stationary |
macdsignal_7 is non stationary | Non stationary |
target is non stationary | Non stationary |
window_start_ms is uniformly distributed | Uniform |
window_end_ms is uniformly distributed | Uniform |
window_start_ms has unique values | Unique |
window_end_ms has unique values | Unique |
volume has unique values | Unique |
sma_7 has unique values | Unique |
sma_14 has unique values | Unique |
sma_21 has unique values | Unique |
sma_60 has unique values | Unique |
ema_7 has unique values | Unique |
ema_14 has unique values | Unique |
ema_21 has unique values | Unique |
ema_60 has unique values | Unique |
rsi_7 has unique values | Unique |
rsi_14 has unique values | Unique |
rsi_21 has unique values | Unique |
rsi_60 has unique values | Unique |
macd_7 has unique values | Unique |
macdsignal_7 has unique values | Unique |
macdhist_7 has unique values | Unique |
obv has unique values | Unique |
Reproduction
| Analysis started | 2025-07-24 15:58:50.373074 |
|---|---|
| Analysis finished | 2025-07-24 15:59:15.842954 |
| Duration | 25.47 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
open
Numeric time series
High correlation Non stationary
| Distinct | 27 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2578.9137 |
|---|---|
| Minimum | 2570.5 |
| Maximum | 2589.63 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2570.5 |
|---|---|
| 5-th percentile | 2571.565 |
| Q1 | 2576.2175 |
| median | 2576.73 |
| Q3 | 2583.705 |
| 95-th percentile | 2588.588 |
| Maximum | 2589.63 |
| Range | 19.13 |
| Interquartile range (IQR) | 7.4875 |
Descriptive statistics
| Standard deviation | 5.6927386 |
|---|---|
| Coefficient of variation (CV) | 0.0022074173 |
| Kurtosis | -0.86218469 |
| Mean | 2578.9137 |
| Median Absolute Deviation (MAD) | 3.14 |
| Skewness | 0.57834229 |
| Sum | 77367.41 |
| Variance | 32.407272 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.109574745 |
Histogram with fixed size bins (bins=27)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2576.25 | 2 | 6.7% |
| 2577.62 | 2 | 6.7% |
| 2576.59 | 2 | 6.7% |
| 2577.6 | 1 | 3.3% |
| 2576.24 | 1 | 3.3% |
| 2576.8 | 1 | 3.3% |
| 2574.14 | 1 | 3.3% |
| 2576.66 | 1 | 3.3% |
| 2576.31 | 1 | 3.3% |
| 2576.94 | 1 | 3.3% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 2570.5 | 1 | |
| 2570.53 | 1 | |
| 2572.83 | 1 | |
| 2573.08 | 1 | |
| 2573.17 | 1 | |
| 2574.01 | 1 | |
| 2574.14 | 1 | |
| 2576.21 | 1 | |
| 2576.24 | 1 | |
| 2576.25 | 2 |
| Value | Count | Frequency (%) |
| 2589.63 | 1 | |
| 2588.93 | 1 | |
| 2588.17 | 1 | |
| 2588 | 1 | |
| 2587.26 | 1 | |
| 2585.34 | 1 | |
| 2584.8 | 1 | |
| 2583.96 | 1 | |
| 2582.94 | 1 | |
| 2582.44 | 1 |
ACF and PACF
high
Numeric time series
High correlation Non stationary
| Distinct | 28 |
|---|---|
| Distinct (%) | 93.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2580.3073 |
|---|---|
| Minimum | 2572.28 |
| Maximum | 2589.73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2572.28 |
|---|---|
| 5-th percentile | 2573.17 |
| Q1 | 2576.855 |
| median | 2577.92 |
| Q3 | 2585.365 |
| 95-th percentile | 2589.3485 |
| Maximum | 2589.73 |
| Range | 17.45 |
| Interquartile range (IQR) | 8.51 |
Descriptive statistics
| Standard deviation | 5.4963862 |
|---|---|
| Coefficient of variation (CV) | 0.0021301285 |
| Kurtosis | -1.0827525 |
| Mean | 2580.3073 |
| Median Absolute Deviation (MAD) | 2.65 |
| Skewness | 0.54730954 |
| Sum | 77409.22 |
| Variance | 30.210262 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9359628014 |
Histogram with fixed size bins (bins=28)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2583.97 | 2 | 6.7% |
| 2573.17 | 2 | 6.7% |
| 2577.86 | 1 | 3.3% |
| 2578.33 | 1 | 3.3% |
| 2577.67 | 1 | 3.3% |
| 2578.32 | 1 | 3.3% |
| 2576.25 | 1 | 3.3% |
| 2577.56 | 1 | 3.3% |
| 2577.98 | 1 | 3.3% |
| 2577.28 | 1 | 3.3% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 2572.28 | 1 | |
| 2573.17 | 2 | |
| 2574.69 | 1 | |
| 2575.85 | 1 | |
| 2576.13 | 1 | |
| 2576.25 | 1 | |
| 2576.78 | 1 | |
| 2577.08 | 1 | |
| 2577.28 | 1 | |
| 2577.53 | 1 |
| Value | Count | Frequency (%) |
| 2589.73 | 1 | |
| 2589.65 | 1 | |
| 2588.98 | 1 | |
| 2588.93 | 1 | |
| 2588.8 | 1 | |
| 2587.26 | 1 | |
| 2585.91 | 1 | |
| 2585.83 | 1 | |
| 2583.97 | 2 | |
| 2582.44 | 1 |
ACF and PACF
low
Numeric time series
High correlation Non stationary
| Distinct | 28 |
|---|---|
| Distinct (%) | 93.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2578.0013 |
|---|---|
| Minimum | 2569.85 |
| Maximum | 2588.91 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2569.85 |
|---|---|
| 5-th percentile | 2570.1295 |
| Q1 | 2574.035 |
| median | 2576.25 |
| Q3 | 2583.245 |
| 95-th percentile | 2588.484 |
| Maximum | 2588.91 |
| Range | 19.06 |
| Interquartile range (IQR) | 9.21 |
Descriptive statistics
| Standard deviation | 5.9277179 |
|---|---|
| Coefficient of variation (CV) | 0.0022993463 |
| Kurtosis | -0.80533872 |
| Mean | 2578.0013 |
| Median Absolute Deviation (MAD) | 3.05 |
| Skewness | 0.62773848 |
| Sum | 77340.04 |
| Variance | 35.13784 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9114071847 |
Histogram with fixed size bins (bins=28)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2576.25 | 2 | 6.7% |
| 2576.24 | 2 | 6.7% |
| 2577.6 | 1 | 3.3% |
| 2576.32 | 1 | 3.3% |
| 2574.61 | 1 | 3.3% |
| 2574.11 | 1 | 3.3% |
| 2575.32 | 1 | 3.3% |
| 2576.3 | 1 | 3.3% |
| 2573.56 | 1 | 3.3% |
| 2574.01 | 1 | 3.3% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 2569.85 | 1 | |
| 2569.99 | 1 | |
| 2570.3 | 1 | |
| 2571.79 | 1 | |
| 2572.26 | 1 | |
| 2572.84 | 1 | |
| 2573.56 | 1 | |
| 2574.01 | 1 | |
| 2574.11 | 1 | |
| 2574.61 | 1 |
| Value | Count | Frequency (%) |
| 2588.91 | 1 | |
| 2588.88 | 1 | |
| 2588 | 1 | |
| 2587.26 | 1 | |
| 2587.03 | 1 | |
| 2584.8 | 1 | |
| 2584.37 | 1 | |
| 2583.77 | 1 | |
| 2581.67 | 1 | |
| 2578.11 | 1 |
ACF and PACF
close
Numeric time series
High correlation Non stationary
| Distinct | 28 |
|---|---|
| Distinct (%) | 93.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2579.265 |
|---|---|
| Minimum | 2569.87 |
| Maximum | 2589.37 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2569.87 |
|---|---|
| 5-th percentile | 2571.7685 |
| Q1 | 2575.2 |
| median | 2576.62 |
| Q3 | 2584.45 |
| 95-th percentile | 2588.901 |
| Maximum | 2589.37 |
| Range | 19.5 |
| Interquartile range (IQR) | 9.25 |
Descriptive statistics
| Standard deviation | 5.9309427 |
|---|---|
| Coefficient of variation (CV) | 0.0022994701 |
| Kurtosis | -1.1004639 |
| Mean | 2579.265 |
| Median Absolute Deviation (MAD) | 2.825 |
| Skewness | 0.48050893 |
| Sum | 77377.95 |
| Variance | 35.176081 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5247581324 |
Histogram with fixed size bins (bins=28)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2576.25 | 2 | 6.7% |
| 2576.31 | 2 | 6.7% |
| 2576.74 | 1 | 3.3% |
| 2577.86 | 1 | 3.3% |
| 2576.32 | 1 | 3.3% |
| 2576.5 | 1 | 3.3% |
| 2574.61 | 1 | 3.3% |
| 2574.89 | 1 | 3.3% |
| 2576.78 | 1 | 3.3% |
| 2574.41 | 1 | 3.3% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 2569.87 | 1 | |
| 2570.63 | 1 | |
| 2573.16 | 1 | |
| 2573.18 | 1 | |
| 2574.41 | 1 | |
| 2574.61 | 1 | |
| 2574.89 | 1 | |
| 2575.1 | 1 | |
| 2575.5 | 1 | |
| 2576.25 | 2 |
| Value | Count | Frequency (%) |
| 2589.37 | 1 | |
| 2588.91 | 1 | |
| 2588.89 | 1 | |
| 2588.69 | 1 | |
| 2587.26 | 1 | |
| 2587.03 | 1 | |
| 2585.76 | 1 | |
| 2584.61 | 1 | |
| 2583.97 | 1 | |
| 2583.41 | 1 |
ACF and PACF
window_start_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7525096 × 1012 |
|---|---|
| Minimum | 1.7525087 × 1012 |
| Maximum | 1.7525105 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 1.7525087 × 1012 |
|---|---|
| 5-th percentile | 1.7525088 × 1012 |
| Q1 | 1.7525092 × 1012 |
| median | 1.7525096 × 1012 |
| Q3 | 1.75251 × 1012 |
| 95-th percentile | 1.7525104 × 1012 |
| Maximum | 1.7525105 × 1012 |
| Range | 1740000 |
| Interquartile range (IQR) | 870000 |
Descriptive statistics
| Standard deviation | 528204.51 |
|---|---|
| Coefficient of variation (CV) | 3.0139892 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.7525096 × 1012 |
| Median Absolute Deviation (MAD) | 450000 |
| Skewness | 0 |
| Sum | 5.2575288 × 1013 |
| Variance | 2.79 × 1011 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585322476 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.75250874 × 1012 | 1 | 3.3% |
| 1.7525088 × 1012 | 1 | 3.3% |
| 1.75250886 × 1012 | 1 | 3.3% |
| 1.75250892 × 1012 | 1 | 3.3% |
| 1.75250898 × 1012 | 1 | 3.3% |
| 1.75250904 × 1012 | 1 | 3.3% |
| 1.7525091 × 1012 | 1 | 3.3% |
| 1.75250916 × 1012 | 1 | 3.3% |
| 1.75250922 × 1012 | 1 | 3.3% |
| 1.75250928 × 1012 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 1.75250874 × 1012 | 1 | |
| 1.7525088 × 1012 | 1 | |
| 1.75250886 × 1012 | 1 | |
| 1.75250892 × 1012 | 1 | |
| 1.75250898 × 1012 | 1 | |
| 1.75250904 × 1012 | 1 | |
| 1.7525091 × 1012 | 1 | |
| 1.75250916 × 1012 | 1 | |
| 1.75250922 × 1012 | 1 | |
| 1.75250928 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.75251048 × 1012 | 1 | |
| 1.75251042 × 1012 | 1 | |
| 1.75251036 × 1012 | 1 | |
| 1.7525103 × 1012 | 1 | |
| 1.75251024 × 1012 | 1 | |
| 1.75251018 × 1012 | 1 | |
| 1.75251012 × 1012 | 1 | |
| 1.75251006 × 1012 | 1 | |
| 1.75251 × 1012 | 1 | |
| 1.75250994 × 1012 | 1 |
ACF and PACF
window_end_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7525097 × 1012 |
|---|---|
| Minimum | 1.7525088 × 1012 |
| Maximum | 1.7525105 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 1.7525088 × 1012 |
|---|---|
| 5-th percentile | 1.7525089 × 1012 |
| Q1 | 1.7525092 × 1012 |
| median | 1.7525097 × 1012 |
| Q3 | 1.7525101 × 1012 |
| 95-th percentile | 1.7525105 × 1012 |
| Maximum | 1.7525105 × 1012 |
| Range | 1740000 |
| Interquartile range (IQR) | 870000 |
Descriptive statistics
| Standard deviation | 528204.51 |
|---|---|
| Coefficient of variation (CV) | 3.0139891 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.7525097 × 1012 |
| Median Absolute Deviation (MAD) | 450000 |
| Skewness | 0 |
| Sum | 5.257529 × 1013 |
| Variance | 2.79 × 1011 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585327878 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.7525088 × 1012 | 1 | 3.3% |
| 1.75250886 × 1012 | 1 | 3.3% |
| 1.75250892 × 1012 | 1 | 3.3% |
| 1.75250898 × 1012 | 1 | 3.3% |
| 1.75250904 × 1012 | 1 | 3.3% |
| 1.7525091 × 1012 | 1 | 3.3% |
| 1.75250916 × 1012 | 1 | 3.3% |
| 1.75250922 × 1012 | 1 | 3.3% |
| 1.75250928 × 1012 | 1 | 3.3% |
| 1.75250934 × 1012 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 1.7525088 × 1012 | 1 | |
| 1.75250886 × 1012 | 1 | |
| 1.75250892 × 1012 | 1 | |
| 1.75250898 × 1012 | 1 | |
| 1.75250904 × 1012 | 1 | |
| 1.7525091 × 1012 | 1 | |
| 1.75250916 × 1012 | 1 | |
| 1.75250922 × 1012 | 1 | |
| 1.75250928 × 1012 | 1 | |
| 1.75250934 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.75251054 × 1012 | 1 | |
| 1.75251048 × 1012 | 1 | |
| 1.75251042 × 1012 | 1 | |
| 1.75251036 × 1012 | 1 | |
| 1.7525103 × 1012 | 1 | |
| 1.75251024 × 1012 | 1 | |
| 1.75251018 × 1012 | 1 | |
| 1.75251012 × 1012 | 1 | |
| 1.75251006 × 1012 | 1 | |
| 1.75251 × 1012 | 1 |
ACF and PACF
volume
Real number (ℝ)
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.736551 |
| Minimum | 0.0751716 |
|---|---|
| Maximum | 25.628034 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 0.0751716 |
|---|---|
| 5-th percentile | 0.28042243 |
| Q1 | 1.438485 |
| median | 3.8143263 |
| Q3 | 9.742731 |
| 95-th percentile | 18.459491 |
| Maximum | 25.628034 |
| Range | 25.552862 |
| Interquartile range (IQR) | 8.304246 |
Descriptive statistics
| Standard deviation | 6.6221638 |
|---|---|
| Coefficient of variation (CV) | 0.98301992 |
| Kurtosis | 0.87137577 |
| Mean | 6.736551 |
| Median Absolute Deviation (MAD) | 3.3748277 |
| Skewness | 1.1986005 |
| Sum | 202.09653 |
| Variance | 43.853054 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 0.0751716 | 1 | 3.3% |
| 18.25616865 | 1 | 3.3% |
| 0.27781046 | 1 | 3.3% |
| 1.17599088 | 1 | 3.3% |
| 3.63444455 | 1 | 3.3% |
| 1.0846474 | 1 | 3.3% |
| 11.73068001 | 1 | 3.3% |
| 7.47367221 | 1 | 3.3% |
| 15.0127748 | 1 | 3.3% |
| 12.8463105 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 0.0751716 | 1 | |
| 0.27781046 | 1 | |
| 0.28361483 | 1 | |
| 0.59538232 | 1 | |
| 1.0846474 | 1 | |
| 1.17599088 | 1 | |
| 1.30552758 | 1 | |
| 1.31783194 | 1 | |
| 1.80044423 | 1 | |
| 1.92344231 | 1 |
| Value | Count | Frequency (%) |
| 25.62803403 | 1 | |
| 18.62584507 | 1 | |
| 18.25616865 | 1 | |
| 15.67615142 | 1 | |
| 15.0127748 | 1 | |
| 12.8463105 | 1 | |
| 11.73068001 | 1 | |
| 9.82934886 | 1 | |
| 9.48287758 | 1 | |
| 8.57825947 | 1 |
sma_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2577.9063 |
|---|---|
| Minimum | 2573.1214 |
| Maximum | 2587.8229 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2573.1214 |
|---|---|
| 5-th percentile | 2573.3942 |
| Q1 | 2575.0114 |
| median | 2575.9564 |
| Q3 | 2579.9054 |
| 95-th percentile | 2587.2017 |
| Maximum | 2587.8229 |
| Range | 14.701429 |
| Interquartile range (IQR) | 4.8939286 |
Descriptive statistics
| Standard deviation | 4.6266712 |
|---|---|
| Coefficient of variation (CV) | 0.0017947399 |
| Kurtosis | -0.059011071 |
| Mean | 2577.9063 |
| Median Absolute Deviation (MAD) | 1.3635714 |
| Skewness | 1.1406296 |
| Sum | 77337.189 |
| Variance | 21.406086 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.940822085 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2573.434286 | 1 | 3.3% |
| 2574.897143 | 1 | 3.3% |
| 2575.962857 | 1 | 3.3% |
| 2576.897143 | 1 | 3.3% |
| 2576.864286 | 1 | 3.3% |
| 2576.622857 | 1 | 3.3% |
| 2576.361429 | 1 | 3.3% |
| 2575.937143 | 1 | 3.3% |
| 2575.875714 | 1 | 3.3% |
| 2575.874286 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2573.121429 | 1 | |
| 2573.361429 | 1 | |
| 2573.434286 | 1 | |
| 2573.477143 | 1 | |
| 2573.567143 | 1 | |
| 2574.288571 | 1 | |
| 2574.897143 | 1 | |
| 2575.005714 | 1 | |
| 2575.028571 | 1 | |
| 2575.212857 | 1 |
| Value | Count | Frequency (%) |
| 2587.822857 | 1 | |
| 2587.641429 | 1 | |
| 2586.664286 | 1 | |
| 2585.958571 | 1 | |
| 2585.175714 | 1 | |
| 2583.484286 | 1 | |
| 2581.747143 | 1 | |
| 2580.445714 | 1 | |
| 2578.284286 | 1 | |
| 2576.897143 | 1 |
ACF and PACF
sma_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2576.2259 |
|---|---|
| Minimum | 2573.1514 |
| Maximum | 2584.1343 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2573.1514 |
|---|---|
| 5-th percentile | 2573.2422 |
| Q1 | 2574.5541 |
| median | 2575.535 |
| Q3 | 2576.827 |
| 95-th percentile | 2582.3579 |
| Maximum | 2584.1343 |
| Range | 10.982857 |
| Interquartile range (IQR) | 2.2728571 |
Descriptive statistics
| Standard deviation | 2.8874476 |
|---|---|
| Coefficient of variation (CV) | 0.0011208053 |
| Kurtosis | 1.3782223 |
| Mean | 2576.2259 |
| Median Absolute Deviation (MAD) | 1.2128571 |
| Skewness | 1.3877525 |
| Sum | 77286.776 |
| Variance | 8.3373535 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 1 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2573.982143 | 1 | 3.3% |
| 2573.53 | 1 | 3.3% |
| 2573.168571 | 1 | 3.3% |
| 2573.151429 | 1 | 3.3% |
| 2573.332143 | 1 | 3.3% |
| 2573.497143 | 1 | 3.3% |
| 2573.693571 | 1 | 3.3% |
| 2574.685714 | 1 | 3.3% |
| 2575.386429 | 1 | 3.3% |
| 2575.918571 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2573.151429 | 1 | |
| 2573.168571 | 1 | |
| 2573.332143 | 1 | |
| 2573.497143 | 1 | |
| 2573.53 | 1 | |
| 2573.693571 | 1 | |
| 2573.982143 | 1 | |
| 2574.535714 | 1 | |
| 2574.609286 | 1 | |
| 2574.617857 | 1 |
| Value | Count | Frequency (%) |
| 2584.134286 | 1 | |
| 2582.962857 | 1 | |
| 2581.618571 | 1 | |
| 2580.493571 | 1 | |
| 2579.371429 | 1 | |
| 2578.302857 | 1 | |
| 2577.554286 | 1 | |
| 2576.961429 | 1 | |
| 2576.423571 | 1 | |
| 2576.286429 | 1 |
ACF and PACF
sma_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2576.1804 |
|---|---|
| Minimum | 2574.069 |
| Maximum | 2580.5819 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2574.069 |
|---|---|
| 5-th percentile | 2574.0767 |
| Q1 | 2574.6629 |
| median | 2575.7829 |
| Q3 | 2577.3757 |
| 95-th percentile | 2579.7757 |
| Maximum | 2580.5819 |
| Range | 6.5128571 |
| Interquartile range (IQR) | 2.7128571 |
Descriptive statistics
| Standard deviation | 1.8658932 |
|---|---|
| Coefficient of variation (CV) | 0.0007242867 |
| Kurtosis | -0.12932553 |
| Mean | 2576.1804 |
| Median Absolute Deviation (MAD) | 1.2204762 |
| Skewness | 0.82296723 |
| Sum | 77285.411 |
| Variance | 3.4815574 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9982445404 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2577.896667 | 1 | 3.3% |
| 2577.502857 | 1 | 3.3% |
| 2576.984762 | 1 | 3.3% |
| 2576.456667 | 1 | 3.3% |
| 2575.944286 | 1 | 3.3% |
| 2575.458571 | 1 | 3.3% |
| 2574.892381 | 1 | 3.3% |
| 2574.63381 | 1 | 3.3% |
| 2574.311905 | 1 | 3.3% |
| 2574.070476 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2574.069048 | 1 | |
| 2574.070476 | 1 | |
| 2574.084286 | 1 | |
| 2574.105238 | 1 | |
| 2574.130952 | 1 | |
| 2574.311905 | 1 | |
| 2574.553333 | 1 | |
| 2574.63381 | 1 | |
| 2574.75 | 1 | |
| 2574.892381 | 1 |
| Value | Count | Frequency (%) |
| 2580.581905 | 1 | |
| 2580.071429 | 1 | |
| 2579.414286 | 1 | |
| 2578.733333 | 1 | |
| 2578.131429 | 1 | |
| 2577.896667 | 1 | |
| 2577.518571 | 1 | |
| 2577.502857 | 1 | |
| 2576.994286 | 1 | |
| 2576.984762 | 1 |
ACF and PACF
sma_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2581.1922 |
|---|---|
| Minimum | 2580.207 |
| Maximum | 2583.3347 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2580.207 |
|---|---|
| 5-th percentile | 2580.2758 |
| Q1 | 2580.3123 |
| median | 2580.845 |
| Q3 | 2581.8477 |
| 95-th percentile | 2583.0094 |
| Maximum | 2583.3347 |
| Range | 3.1276667 |
| Interquartile range (IQR) | 1.5354167 |
Descriptive statistics
| Standard deviation | 0.98654638 |
|---|---|
| Coefficient of variation (CV) | 0.0003822057 |
| Kurtosis | -0.69053413 |
| Mean | 2581.1922 |
| Median Absolute Deviation (MAD) | 0.56508333 |
| Skewness | 0.74000172 |
| Sum | 77435.767 |
| Variance | 0.97327375 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.09482805646 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2583.334667 | 1 | 3.3% |
| 2583.121333 | 1 | 3.3% |
| 2582.872667 | 1 | 3.3% |
| 2582.613667 | 1 | 3.3% |
| 2582.393667 | 1 | 3.3% |
| 2582.188333 | 1 | 3.3% |
| 2581.994167 | 1 | 3.3% |
| 2581.88 | 1 | 3.3% |
| 2581.750833 | 1 | 3.3% |
| 2581.652 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2580.207 | 1 | |
| 2580.275167 | 1 | |
| 2580.2765 | 1 | |
| 2580.283333 | 1 | |
| 2580.288 | 1 | |
| 2580.297 | 1 | |
| 2580.299667 | 1 | |
| 2580.312 | 1 | |
| 2580.313167 | 1 | |
| 2580.3145 | 1 |
| Value | Count | Frequency (%) |
| 2583.334667 | 1 | |
| 2583.121333 | 1 | |
| 2582.872667 | 1 | |
| 2582.613667 | 1 | |
| 2582.393667 | 1 | |
| 2582.188333 | 1 | |
| 2581.994167 | 1 | |
| 2581.88 | 1 | |
| 2581.750833 | 1 | |
| 2581.652 | 1 |
ACF and PACF
ema_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2577.9063 |
|---|---|
| Minimum | 2573.1214 |
| Maximum | 2587.8229 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2573.1214 |
|---|---|
| 5-th percentile | 2573.3942 |
| Q1 | 2575.0114 |
| median | 2575.9564 |
| Q3 | 2579.9054 |
| 95-th percentile | 2587.2017 |
| Maximum | 2587.8229 |
| Range | 14.701429 |
| Interquartile range (IQR) | 4.8939286 |
Descriptive statistics
| Standard deviation | 4.6266712 |
|---|---|
| Coefficient of variation (CV) | 0.0017947399 |
| Kurtosis | -0.059011071 |
| Mean | 2577.9063 |
| Median Absolute Deviation (MAD) | 1.3635714 |
| Skewness | 1.1406296 |
| Sum | 77337.189 |
| Variance | 21.406086 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.940822085 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2573.434286 | 1 | 3.3% |
| 2574.897143 | 1 | 3.3% |
| 2575.962857 | 1 | 3.3% |
| 2576.897143 | 1 | 3.3% |
| 2576.864286 | 1 | 3.3% |
| 2576.622857 | 1 | 3.3% |
| 2576.361429 | 1 | 3.3% |
| 2575.937143 | 1 | 3.3% |
| 2575.875714 | 1 | 3.3% |
| 2575.874286 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2573.121429 | 1 | |
| 2573.361429 | 1 | |
| 2573.434286 | 1 | |
| 2573.477143 | 1 | |
| 2573.567143 | 1 | |
| 2574.288571 | 1 | |
| 2574.897143 | 1 | |
| 2575.005714 | 1 | |
| 2575.028571 | 1 | |
| 2575.212857 | 1 |
| Value | Count | Frequency (%) |
| 2587.822857 | 1 | |
| 2587.641429 | 1 | |
| 2586.664286 | 1 | |
| 2585.958571 | 1 | |
| 2585.175714 | 1 | |
| 2583.484286 | 1 | |
| 2581.747143 | 1 | |
| 2580.445714 | 1 | |
| 2578.284286 | 1 | |
| 2576.897143 | 1 |
ACF and PACF
ema_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2576.2259 |
|---|---|
| Minimum | 2573.1514 |
| Maximum | 2584.1343 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2573.1514 |
|---|---|
| 5-th percentile | 2573.2422 |
| Q1 | 2574.5541 |
| median | 2575.535 |
| Q3 | 2576.827 |
| 95-th percentile | 2582.3579 |
| Maximum | 2584.1343 |
| Range | 10.982857 |
| Interquartile range (IQR) | 2.2728571 |
Descriptive statistics
| Standard deviation | 2.8874476 |
|---|---|
| Coefficient of variation (CV) | 0.0011208053 |
| Kurtosis | 1.3782223 |
| Mean | 2576.2259 |
| Median Absolute Deviation (MAD) | 1.2128571 |
| Skewness | 1.3877525 |
| Sum | 77286.776 |
| Variance | 8.3373535 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 1 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2573.982143 | 1 | 3.3% |
| 2573.53 | 1 | 3.3% |
| 2573.168571 | 1 | 3.3% |
| 2573.151429 | 1 | 3.3% |
| 2573.332143 | 1 | 3.3% |
| 2573.497143 | 1 | 3.3% |
| 2573.693571 | 1 | 3.3% |
| 2574.685714 | 1 | 3.3% |
| 2575.386429 | 1 | 3.3% |
| 2575.918571 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2573.151429 | 1 | |
| 2573.168571 | 1 | |
| 2573.332143 | 1 | |
| 2573.497143 | 1 | |
| 2573.53 | 1 | |
| 2573.693571 | 1 | |
| 2573.982143 | 1 | |
| 2574.535714 | 1 | |
| 2574.609286 | 1 | |
| 2574.617857 | 1 |
| Value | Count | Frequency (%) |
| 2584.134286 | 1 | |
| 2582.962857 | 1 | |
| 2581.618571 | 1 | |
| 2580.493571 | 1 | |
| 2579.371429 | 1 | |
| 2578.302857 | 1 | |
| 2577.554286 | 1 | |
| 2576.961429 | 1 | |
| 2576.423571 | 1 | |
| 2576.286429 | 1 |
ACF and PACF
ema_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2576.1804 |
|---|---|
| Minimum | 2574.069 |
| Maximum | 2580.5819 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2574.069 |
|---|---|
| 5-th percentile | 2574.0767 |
| Q1 | 2574.6629 |
| median | 2575.7829 |
| Q3 | 2577.3757 |
| 95-th percentile | 2579.7757 |
| Maximum | 2580.5819 |
| Range | 6.5128571 |
| Interquartile range (IQR) | 2.7128571 |
Descriptive statistics
| Standard deviation | 1.8658932 |
|---|---|
| Coefficient of variation (CV) | 0.0007242867 |
| Kurtosis | -0.12932553 |
| Mean | 2576.1804 |
| Median Absolute Deviation (MAD) | 1.2204762 |
| Skewness | 0.82296723 |
| Sum | 77285.411 |
| Variance | 3.4815574 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9982445404 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2577.896667 | 1 | 3.3% |
| 2577.502857 | 1 | 3.3% |
| 2576.984762 | 1 | 3.3% |
| 2576.456667 | 1 | 3.3% |
| 2575.944286 | 1 | 3.3% |
| 2575.458571 | 1 | 3.3% |
| 2574.892381 | 1 | 3.3% |
| 2574.63381 | 1 | 3.3% |
| 2574.311905 | 1 | 3.3% |
| 2574.070476 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2574.069048 | 1 | |
| 2574.070476 | 1 | |
| 2574.084286 | 1 | |
| 2574.105238 | 1 | |
| 2574.130952 | 1 | |
| 2574.311905 | 1 | |
| 2574.553333 | 1 | |
| 2574.63381 | 1 | |
| 2574.75 | 1 | |
| 2574.892381 | 1 |
| Value | Count | Frequency (%) |
| 2580.581905 | 1 | |
| 2580.071429 | 1 | |
| 2579.414286 | 1 | |
| 2578.733333 | 1 | |
| 2578.131429 | 1 | |
| 2577.896667 | 1 | |
| 2577.518571 | 1 | |
| 2577.502857 | 1 | |
| 2576.994286 | 1 | |
| 2576.984762 | 1 |
ACF and PACF
ema_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2581.1922 |
|---|---|
| Minimum | 2580.207 |
| Maximum | 2583.3347 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2580.207 |
|---|---|
| 5-th percentile | 2580.2758 |
| Q1 | 2580.3123 |
| median | 2580.845 |
| Q3 | 2581.8477 |
| 95-th percentile | 2583.0094 |
| Maximum | 2583.3347 |
| Range | 3.1276667 |
| Interquartile range (IQR) | 1.5354167 |
Descriptive statistics
| Standard deviation | 0.98654638 |
|---|---|
| Coefficient of variation (CV) | 0.0003822057 |
| Kurtosis | -0.69053413 |
| Mean | 2581.1922 |
| Median Absolute Deviation (MAD) | 0.56508333 |
| Skewness | 0.74000172 |
| Sum | 77435.767 |
| Variance | 0.97327375 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.09482805646 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2583.334667 | 1 | 3.3% |
| 2583.121333 | 1 | 3.3% |
| 2582.872667 | 1 | 3.3% |
| 2582.613667 | 1 | 3.3% |
| 2582.393667 | 1 | 3.3% |
| 2582.188333 | 1 | 3.3% |
| 2581.994167 | 1 | 3.3% |
| 2581.88 | 1 | 3.3% |
| 2581.750833 | 1 | 3.3% |
| 2581.652 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2580.207 | 1 | |
| 2580.275167 | 1 | |
| 2580.2765 | 1 | |
| 2580.283333 | 1 | |
| 2580.288 | 1 | |
| 2580.297 | 1 | |
| 2580.299667 | 1 | |
| 2580.312 | 1 | |
| 2580.313167 | 1 | |
| 2580.3145 | 1 |
| Value | Count | Frequency (%) |
| 2583.334667 | 1 | |
| 2583.121333 | 1 | |
| 2582.872667 | 1 | |
| 2582.613667 | 1 | |
| 2582.393667 | 1 | |
| 2582.188333 | 1 | |
| 2581.994167 | 1 | |
| 2581.88 | 1 | |
| 2581.750833 | 1 | |
| 2581.652 | 1 |
ACF and PACF
rsi_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.361996 |
|---|---|
| Minimum | 13.151365 |
| Maximum | 92.44713 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 13.151365 |
|---|---|
| 5-th percentile | 17.975584 |
| Q1 | 38.985933 |
| median | 59.829916 |
| Q3 | 79.530639 |
| 95-th percentile | 86.465659 |
| Maximum | 92.44713 |
| Range | 79.295765 |
| Interquartile range (IQR) | 40.544705 |
Descriptive statistics
| Standard deviation | 23.846139 |
|---|---|
| Coefficient of variation (CV) | 0.40859018 |
| Kurtosis | -1.1680422 |
| Mean | 58.361996 |
| Median Absolute Deviation (MAD) | 21.117859 |
| Skewness | -0.36141418 |
| Sum | 1750.8599 |
| Variance | 568.63834 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.2734082217 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 92.44712991 | 1 | 3.3% |
| 83.0749354 | 1 | 3.3% |
| 77.54800591 | 1 | 3.3% |
| 75.62695925 | 1 | 3.3% |
| 48.08013356 | 1 | 3.3% |
| 33.20079523 | 1 | 3.3% |
| 32.30174081 | 1 | 3.3% |
| 13.15136476 | 1 | 3.3% |
| 45.03464203 | 1 | 3.3% |
| 49.87212276 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 13.15136476 | 1 | |
| 15.11056511 | 1 | |
| 21.47727273 | 1 | |
| 29.28475034 | 1 | |
| 32.30174081 | 1 | |
| 33.20079523 | 1 | |
| 33.74805599 | 1 | |
| 37.47841105 | 1 | |
| 43.50850077 | 1 | |
| 45.03464203 | 1 |
| Value | Count | Frequency (%) |
| 92.44712991 | 1 | |
| 87.50619732 | 1 | |
| 85.19388954 | 1 | |
| 83.0749354 | 1 | |
| 82.51336898 | 1 | |
| 82.44781784 | 1 | |
| 82.20892274 | 1 | |
| 79.71412864 | 1 | |
| 78.98016997 | 1 | |
| 77.6899696 | 1 |
ACF and PACF
rsi_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.364461 |
|---|---|
| Minimum | 18.862042 |
| Maximum | 84.143687 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 18.862042 |
|---|---|
| 5-th percentile | 27.916337 |
| Q1 | 46.811773 |
| median | 58.73345 |
| Q3 | 71.18724 |
| 95-th percentile | 78.954473 |
| Maximum | 84.143687 |
| Range | 65.281644 |
| Interquartile range (IQR) | 24.375468 |
Descriptive statistics
| Standard deviation | 17.146284 |
|---|---|
| Coefficient of variation (CV) | 0.29890082 |
| Kurtosis | -0.58182063 |
| Mean | 57.364461 |
| Median Absolute Deviation (MAD) | 12.340019 |
| Skewness | -0.45929874 |
| Sum | 1720.9338 |
| Variance | 293.99507 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.4449812718 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 47.24709042 | 1 | 3.3% |
| 42.64808362 | 1 | 3.3% |
| 43.94447104 | 1 | 3.3% |
| 49.67532468 | 1 | 3.3% |
| 53.64658403 | 1 | 3.3% |
| 53.30850759 | 1 | 3.3% |
| 53.98897592 | 1 | 3.3% |
| 79.0707409 | 1 | 3.3% |
| 74.76022211 | 1 | 3.3% |
| 71.34670487 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 18.86204209 | 1 | |
| 25.50120289 | 1 | |
| 30.8681672 | 1 | |
| 35.03649635 | 1 | |
| 40.66022544 | 1 | |
| 42.64808362 | 1 | |
| 43.94447104 | 1 | |
| 46.66666667 | 1 | |
| 47.24709042 | 1 | |
| 47.57683215 | 1 |
| Value | Count | Frequency (%) |
| 84.1436865 | 1 | |
| 79.0707409 | 1 | |
| 78.81236824 | 1 | |
| 75.71008815 | 1 | |
| 75.64479269 | 1 | |
| 74.76022211 | 1 | |
| 73.83683875 | 1 | |
| 71.34670487 | 1 | |
| 70.70884593 | 1 | |
| 69.51626355 | 1 |
ACF and PACF
rsi_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.865659 |
|---|---|
| Minimum | 39.113715 |
| Maximum | 69.63207 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 39.113715 |
|---|---|
| 5-th percentile | 39.712515 |
| Q1 | 43.25619 |
| median | 54.148961 |
| Q3 | 63.404118 |
| 95-th percentile | 68.095982 |
| Maximum | 69.63207 |
| Range | 30.518355 |
| Interquartile range (IQR) | 20.147928 |
Descriptive statistics
| Standard deviation | 10.433416 |
|---|---|
| Coefficient of variation (CV) | 0.19369328 |
| Kurtosis | -1.5344178 |
| Mean | 53.865659 |
| Median Absolute Deviation (MAD) | 9.7099935 |
| Skewness | -0.067569517 |
| Sum | 1615.9698 |
| Variance | 108.85617 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.8879631837 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 41.67110165 | 1 | 3.3% |
| 42.5158371 | 1 | 3.3% |
| 39.82797307 | 1 | 3.3% |
| 39.61804905 | 1 | 3.3% |
| 39.9589399 | 1 | 3.3% |
| 40.38098831 | 1 | 3.3% |
| 39.11371544 | 1 | 3.3% |
| 44.42619585 | 1 | 3.3% |
| 42.86618827 | 1 | 3.3% |
| 44.45173999 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 39.11371544 | 1 | |
| 39.61804905 | 1 | |
| 39.82797307 | 1 | |
| 39.9589399 | 1 | |
| 40.38098831 | 1 | |
| 41.67110165 | 1 | |
| 42.5158371 | 1 | |
| 42.86618827 | 1 | |
| 44.42619585 | 1 | |
| 44.45173999 | 1 |
| Value | Count | Frequency (%) |
| 69.63207029 | 1 | |
| 68.97689769 | 1 | |
| 67.01930706 | 1 | |
| 66.61409043 | 1 | |
| 65.31293463 | 1 | |
| 64.64480874 | 1 | |
| 63.81740196 | 1 | |
| 63.56684001 | 1 | |
| 62.91595197 | 1 | |
| 62.42133653 | 1 |
ACF and PACF
rsi_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.983426 |
|---|---|
| Minimum | 43.347603 |
| Maximum | 50.529214 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 43.347603 |
|---|---|
| 5-th percentile | 43.629114 |
| Q1 | 44.670545 |
| median | 47.038673 |
| Q3 | 49.556901 |
| 95-th percentile | 50.268047 |
| Maximum | 50.529214 |
| Range | 7.1816116 |
| Interquartile range (IQR) | 4.8863556 |
Descriptive statistics
| Standard deviation | 2.450886 |
|---|---|
| Coefficient of variation (CV) | 0.052164905 |
| Kurtosis | -1.5660689 |
| Mean | 46.983426 |
| Median Absolute Deviation (MAD) | 2.423609 |
| Skewness | 0.078771726 |
| Sum | 1409.5028 |
| Variance | 6.0068421 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.401230539 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 44.62823867 | 1 | 3.3% |
| 44.60188934 | 1 | 3.3% |
| 43.63915416 | 1 | 3.3% |
| 43.34760274 | 1 | 3.3% |
| 44.25887265 | 1 | 3.3% |
| 44.6002805 | 1 | 3.3% |
| 44.86376863 | 1 | 3.3% |
| 46.86269122 | 1 | 3.3% |
| 46.42098458 | 1 | 3.3% |
| 47.21465477 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 43.34760274 | 1 | |
| 43.62089915 | 1 | |
| 43.63915416 | 1 | |
| 44.25887265 | 1 | |
| 44.32248664 | 1 | |
| 44.6002805 | 1 | |
| 44.60188934 | 1 | |
| 44.62823867 | 1 | |
| 44.79746592 | 1 | |
| 44.86376863 | 1 |
| Value | Count | Frequency (%) |
| 50.52921435 | 1 | |
| 50.38613352 | 1 | |
| 50.12371863 | 1 | |
| 50.08270539 | 1 | |
| 50.06477243 | 1 | |
| 50.03476447 | 1 | |
| 49.66290167 | 1 | |
| 49.61368174 | 1 | |
| 49.38655924 | 1 | |
| 49.11189253 | 1 |
ACF and PACF
macd_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.75113138 |
|---|---|
| Minimum | -1.0751818 |
| Maximum | 3.1491913 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | -1.0751818 |
|---|---|
| 5-th percentile | -0.91309904 |
| Q1 | -0.43999024 |
| median | 0.42974853 |
| Q3 | 2.1106564 |
| 95-th percentile | 3.0825834 |
| Maximum | 3.1491913 |
| Range | 4.2243731 |
| Interquartile range (IQR) | 2.5506466 |
Descriptive statistics
| Standard deviation | 1.4428855 |
|---|---|
| Coefficient of variation (CV) | 1.9209496 |
| Kurtosis | -1.2642104 |
| Mean | 0.75113138 |
| Median Absolute Deviation (MAD) | 1.1326175 |
| Skewness | 0.46189967 |
| Sum | 22.533941 |
| Variance | 2.0819186 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9979936439 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| -1.075181775 | 1 | 3.3% |
| -0.9132003322 | 1 | 3.3% |
| -0.9129752397 | 1 | 3.3% |
| -0.8427354333 | 1 | 3.3% |
| -0.6623766182 | 1 | 3.3% |
| -0.4189020682 | 1 | 3.3% |
| -0.3574428431 | 1 | 3.3% |
| -0.1605100945 | 1 | 3.3% |
| 0.2751973625 | 1 | 3.3% |
| 0.6533828097 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| -1.075181775 | 1 | |
| -0.9132003322 | 1 | |
| -0.9129752397 | 1 | |
| -0.8427354333 | 1 | |
| -0.8424086885 | 1 | |
| -0.6623766182 | 1 | |
| -0.5787938245 | 1 | |
| -0.4470196358 | 1 | |
| -0.4189020682 | 1 | |
| -0.3574428431 | 1 |
| Value | Count | Frequency (%) |
| 3.149191279 | 1 | |
| 3.089889968 | 1 | |
| 3.073653143 | 1 | |
| 2.941679505 | 1 | |
| 2.830809318 | 1 | |
| 2.596277753 | 1 | |
| 2.299371588 | 1 | |
| 2.232511264 | 1 | |
| 1.745091632 | 1 | |
| 1.602858378 | 1 |
ACF and PACF
macdsignal_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.050909936 |
|---|---|
| Minimum | -3.9706195 |
| Maximum | 3.0000996 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | -3.9706195 |
|---|---|
| 5-th percentile | -3.5062084 |
| Q1 | -0.85648899 |
| median | 0.26258108 |
| Q3 | 1.5289066 |
| 95-th percentile | 2.2736975 |
| Maximum | 3.0000996 |
| Range | 6.9707191 |
| Interquartile range (IQR) | 2.3853955 |
Descriptive statistics
| Standard deviation | 1.9246285 |
|---|---|
| Coefficient of variation (CV) | -37.804576 |
| Kurtosis | -0.5530939 |
| Mean | -0.050909936 |
| Median Absolute Deviation (MAD) | 1.2412989 |
| Skewness | -0.58873518 |
| Sum | -1.5272981 |
| Variance | 3.704195 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5673687559 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| -3.970619463 | 1 | 3.3% |
| -3.549205979 | 1 | 3.3% |
| -3.4536558 | 1 | 3.3% |
| -3.203436001 | 1 | 3.3% |
| -2.681065978 | 1 | 3.3% |
| -2.078609527 | 1 | 3.3% |
| -1.54076163 | 1 | 3.3% |
| -0.8764885204 | 1 | 3.3% |
| 0.1623149513 | 1 | 3.3% |
| 1.016082686 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| -3.970619463 | 1 | |
| -3.549205979 | 1 | |
| -3.4536558 | 1 | |
| -3.203436001 | 1 | |
| -2.681065978 | 1 | |
| -2.078609527 | 1 | |
| -1.54076163 | 1 | |
| -0.8764885204 | 1 | |
| -0.7964903946 | 1 | |
| -0.667121913 | 1 |
| Value | Count | Frequency (%) |
| 3.000099625 | 1 | |
| 2.439140642 | 1 | |
| 2.071489173 | 1 | |
| 2.049572151 | 1 | |
| 1.872054432 | 1 | |
| 1.674338217 | 1 | |
| 1.629370308 | 1 | |
| 1.606109256 | 1 | |
| 1.297298452 | 1 | |
| 1.208239159 | 1 |
ACF and PACF
macdhist_7
Numeric time series
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.80204132 |
|---|---|
| Minimum | -1.5755401 |
| Maximum | 2.8954377 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | -1.5755401 |
|---|---|
| 5-th percentile | -1.3105915 |
| Q1 | -0.31434748 |
| median | 1.1305104 |
| Q3 | 1.7954873 |
| 95-th percentile | 2.5931094 |
| Maximum | 2.8954377 |
| Range | 4.4709777 |
| Interquartile range (IQR) | 2.1098348 |
Descriptive statistics
| Standard deviation | 1.3440681 |
|---|---|
| Coefficient of variation (CV) | 1.675809 |
| Kurtosis | -1.1223676 |
| Mean | 0.80204132 |
| Median Absolute Deviation (MAD) | 0.95290347 |
| Skewness | -0.35824117 |
| Sum | 24.061239 |
| Variance | 1.8065189 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.0210989492 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2.895437688 | 1 | 3.3% |
| 2.636005647 | 1 | 3.3% |
| 2.54068056 | 1 | 3.3% |
| 2.360700567 | 1 | 3.3% |
| 2.01868936 | 1 | 3.3% |
| 1.659707459 | 1 | 3.3% |
| 1.183318787 | 1 | 3.3% |
| 0.7159784258 | 1 | 3.3% |
| 0.1128824112 | 1 | 3.3% |
| -0.3626998765 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| -1.575540051 | 1 | |
| -1.321915708 | 1 | |
| -1.296750912 | 1 | |
| -1.254101887 | 1 | |
| -1.17109528 | 1 | |
| -0.6884920249 | 1 | |
| -0.4502402268 | 1 | |
| -0.3626998765 | 1 | |
| -0.1692903075 | 1 | |
| 0.06191342179 | 1 |
| Value | Count | Frequency (%) |
| 2.895437688 | 1 | |
| 2.636005647 | 1 | |
| 2.54068056 | 1 | |
| 2.360700567 | 1 | |
| 2.01868936 | 1 | |
| 1.992781776 | 1 | |
| 1.869664054 | 1 | |
| 1.816169584 | 1 | |
| 1.733440346 | 1 | |
| 1.667857171 | 1 |
ACF and PACF
obv
Real number (ℝ)
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.736551 |
| Minimum | 0.0751716 |
|---|---|
| Maximum | 25.628034 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 0.0751716 |
|---|---|
| 5-th percentile | 0.28042243 |
| Q1 | 1.438485 |
| median | 3.8143263 |
| Q3 | 9.742731 |
| 95-th percentile | 18.459491 |
| Maximum | 25.628034 |
| Range | 25.552862 |
| Interquartile range (IQR) | 8.304246 |
Descriptive statistics
| Standard deviation | 6.6221638 |
|---|---|
| Coefficient of variation (CV) | 0.98301992 |
| Kurtosis | 0.87137577 |
| Mean | 6.736551 |
| Median Absolute Deviation (MAD) | 3.3748277 |
| Skewness | 1.1986005 |
| Sum | 202.09653 |
| Variance | 43.853054 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 0.0751716 | 1 | 3.3% |
| 18.25616865 | 1 | 3.3% |
| 0.27781046 | 1 | 3.3% |
| 1.17599088 | 1 | 3.3% |
| 3.63444455 | 1 | 3.3% |
| 1.0846474 | 1 | 3.3% |
| 11.73068001 | 1 | 3.3% |
| 7.47367221 | 1 | 3.3% |
| 15.0127748 | 1 | 3.3% |
| 12.8463105 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 0.0751716 | 1 | |
| 0.27781046 | 1 | |
| 0.28361483 | 1 | |
| 0.59538232 | 1 | |
| 1.0846474 | 1 | |
| 1.17599088 | 1 | |
| 1.30552758 | 1 | |
| 1.31783194 | 1 | |
| 1.80044423 | 1 | |
| 1.92344231 | 1 |
| Value | Count | Frequency (%) |
| 25.62803403 | 1 | |
| 18.62584507 | 1 | |
| 18.25616865 | 1 | |
| 15.67615142 | 1 | |
| 15.0127748 | 1 | |
| 12.8463105 | 1 | |
| 11.73068001 | 1 | |
| 9.82934886 | 1 | |
| 9.48287758 | 1 | |
| 8.57825947 | 1 |
target
Numeric time series
High correlation Non stationary
| Distinct | 29 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2580.9767 |
|---|---|
| Minimum | 2569.87 |
| Maximum | 2589.57 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2569.87 |
|---|---|
| 5-th percentile | 2571.7685 |
| Q1 | 2575.2 |
| median | 2582.565 |
| Q3 | 2587.0875 |
| 95-th percentile | 2589.163 |
| Maximum | 2589.57 |
| Range | 19.7 |
| Interquartile range (IQR) | 11.8875 |
Descriptive statistics
| Standard deviation | 6.4844931 |
|---|---|
| Coefficient of variation (CV) | 0.0025124183 |
| Kurtosis | -1.5671695 |
| Mean | 2580.9767 |
| Median Absolute Deviation (MAD) | 6.255 |
| Skewness | -0.11150225 |
| Sum | 77429.3 |
| Variance | 42.048651 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5969944529 |
Histogram with fixed size bins (bins=29)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2576.31 | 2 | 6.7% |
| 2576.25 | 1 | 3.3% |
| 2574.61 | 1 | 3.3% |
| 2574.89 | 1 | 3.3% |
| 2576.78 | 1 | 3.3% |
| 2574.41 | 1 | 3.3% |
| 2573.18 | 1 | 3.3% |
| 2573.16 | 1 | 3.3% |
| 2569.87 | 1 | 3.3% |
| 2570.63 | 1 | 3.3% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 2569.87 | 1 | |
| 2570.63 | 1 | |
| 2573.16 | 1 | |
| 2573.18 | 1 | |
| 2574.41 | 1 | |
| 2574.61 | 1 | |
| 2574.89 | 1 | |
| 2575.1 | 1 | |
| 2575.5 | 1 | |
| 2576.25 | 1 |
| Value | Count | Frequency (%) |
| 2589.57 | 1 | |
| 2589.37 | 1 | |
| 2588.91 | 1 | |
| 2588.89 | 1 | |
| 2588.69 | 1 | |
| 2588.02 | 1 | |
| 2587.26 | 1 | |
| 2587.1 | 1 | |
| 2587.05 | 1 | |
| 2587.03 | 1 |
ACF and PACF
Interactions
Correlations
| close | ema_14 | ema_21 | ema_60 | ema_7 | high | low | macd_7 | macdhist_7 | macdsignal_7 | obv | open | rsi_14 | rsi_21 | rsi_60 | rsi_7 | sma_14 | sma_21 | sma_60 | sma_7 | target | volume | window_end_ms | window_start_ms | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| close | 1.000 | 0.598 | 0.808 | -0.574 | 0.704 | 0.925 | 0.931 | 0.675 | 0.503 | 0.200 | 0.017 | 0.875 | 0.702 | 0.575 | 0.725 | 0.788 | 0.598 | 0.808 | -0.574 | 0.704 | 0.573 | 0.017 | 0.616 | 0.616 |
| ema_14 | 0.598 | 1.000 | 0.304 | -0.793 | 0.595 | 0.539 | 0.555 | 0.944 | -0.280 | 0.859 | 0.143 | 0.642 | 0.598 | 0.810 | 0.830 | 0.267 | 1.000 | 0.304 | -0.793 | 0.595 | 0.472 | 0.143 | 0.835 | 0.835 |
| ema_21 | 0.808 | 0.304 | 1.000 | -0.391 | 0.625 | 0.843 | 0.832 | 0.343 | 0.625 | -0.022 | -0.125 | 0.749 | 0.413 | 0.443 | 0.360 | 0.715 | 0.304 | 1.000 | -0.391 | 0.625 | 0.568 | -0.125 | 0.449 | 0.449 |
| ema_60 | -0.574 | -0.793 | -0.391 | 1.000 | -0.474 | -0.502 | -0.491 | -0.814 | 0.161 | -0.601 | -0.102 | -0.512 | -0.410 | -0.875 | -0.757 | -0.318 | -0.793 | -0.391 | 1.000 | -0.474 | -0.824 | -0.102 | -0.964 | -0.964 |
| ema_7 | 0.704 | 0.595 | 0.625 | -0.474 | 1.000 | 0.797 | 0.795 | 0.707 | 0.324 | 0.368 | -0.066 | 0.821 | 0.698 | 0.397 | 0.540 | 0.386 | 0.595 | 0.625 | -0.474 | 1.000 | 0.394 | -0.066 | 0.519 | 0.519 |
| high | 0.925 | 0.539 | 0.843 | -0.502 | 0.797 | 1.000 | 0.962 | 0.638 | 0.561 | 0.150 | -0.091 | 0.929 | 0.697 | 0.496 | 0.641 | 0.703 | 0.539 | 0.843 | -0.502 | 0.797 | 0.531 | -0.091 | 0.543 | 0.543 |
| low | 0.931 | 0.555 | 0.832 | -0.491 | 0.795 | 0.962 | 1.000 | 0.650 | 0.561 | 0.169 | -0.151 | 0.952 | 0.680 | 0.476 | 0.639 | 0.734 | 0.555 | 0.832 | -0.491 | 0.795 | 0.522 | -0.151 | 0.540 | 0.540 |
| macd_7 | 0.675 | 0.944 | 0.343 | -0.814 | 0.707 | 0.638 | 0.650 | 1.000 | -0.156 | 0.764 | 0.075 | 0.720 | 0.681 | 0.784 | 0.861 | 0.297 | 0.944 | 0.343 | -0.814 | 0.707 | 0.550 | 0.075 | 0.859 | 0.859 |
| macdhist_7 | 0.503 | -0.280 | 0.625 | 0.161 | 0.324 | 0.561 | 0.561 | -0.156 | 1.000 | -0.658 | -0.257 | 0.440 | 0.158 | -0.221 | 0.029 | 0.714 | -0.280 | 0.625 | 0.161 | 0.324 | 0.195 | -0.257 | -0.206 | -0.206 |
| macdsignal_7 | 0.200 | 0.859 | -0.022 | -0.601 | 0.368 | 0.150 | 0.169 | 0.764 | -0.658 | 1.000 | 0.135 | 0.311 | 0.299 | 0.685 | 0.527 | -0.140 | 0.859 | -0.022 | -0.601 | 0.368 | 0.238 | 0.135 | 0.684 | 0.684 |
| obv | 0.017 | 0.143 | -0.125 | -0.102 | -0.066 | -0.091 | -0.151 | 0.075 | -0.257 | 0.135 | 1.000 | -0.219 | 0.313 | 0.132 | 0.160 | -0.059 | 0.143 | -0.125 | -0.102 | -0.066 | -0.109 | 1.000 | 0.128 | 0.128 |
| open | 0.875 | 0.642 | 0.749 | -0.512 | 0.821 | 0.929 | 0.952 | 0.720 | 0.440 | 0.311 | -0.219 | 1.000 | 0.662 | 0.500 | 0.666 | 0.658 | 0.642 | 0.749 | -0.512 | 0.821 | 0.488 | -0.219 | 0.558 | 0.558 |
| rsi_14 | 0.702 | 0.598 | 0.413 | -0.410 | 0.698 | 0.697 | 0.680 | 0.681 | 0.158 | 0.299 | 0.313 | 0.662 | 1.000 | 0.398 | 0.665 | 0.299 | 0.598 | 0.413 | -0.410 | 0.698 | 0.206 | 0.313 | 0.486 | 0.486 |
| rsi_21 | 0.575 | 0.810 | 0.443 | -0.875 | 0.397 | 0.496 | 0.476 | 0.784 | -0.221 | 0.685 | 0.132 | 0.500 | 0.398 | 1.000 | 0.743 | 0.288 | 0.810 | 0.443 | -0.875 | 0.397 | 0.753 | 0.132 | 0.937 | 0.937 |
| rsi_60 | 0.725 | 0.830 | 0.360 | -0.757 | 0.540 | 0.641 | 0.639 | 0.861 | 0.029 | 0.527 | 0.160 | 0.666 | 0.665 | 0.743 | 1.000 | 0.442 | 0.830 | 0.360 | -0.757 | 0.540 | 0.571 | 0.160 | 0.776 | 0.776 |
| rsi_7 | 0.788 | 0.267 | 0.715 | -0.318 | 0.386 | 0.703 | 0.734 | 0.297 | 0.714 | -0.140 | -0.059 | 0.658 | 0.299 | 0.288 | 0.442 | 1.000 | 0.267 | 0.715 | -0.318 | 0.386 | 0.484 | -0.059 | 0.278 | 0.278 |
| sma_14 | 0.598 | 1.000 | 0.304 | -0.793 | 0.595 | 0.539 | 0.555 | 0.944 | -0.280 | 0.859 | 0.143 | 0.642 | 0.598 | 0.810 | 0.830 | 0.267 | 1.000 | 0.304 | -0.793 | 0.595 | 0.472 | 0.143 | 0.835 | 0.835 |
| sma_21 | 0.808 | 0.304 | 1.000 | -0.391 | 0.625 | 0.843 | 0.832 | 0.343 | 0.625 | -0.022 | -0.125 | 0.749 | 0.413 | 0.443 | 0.360 | 0.715 | 0.304 | 1.000 | -0.391 | 0.625 | 0.568 | -0.125 | 0.449 | 0.449 |
| sma_60 | -0.574 | -0.793 | -0.391 | 1.000 | -0.474 | -0.502 | -0.491 | -0.814 | 0.161 | -0.601 | -0.102 | -0.512 | -0.410 | -0.875 | -0.757 | -0.318 | -0.793 | -0.391 | 1.000 | -0.474 | -0.824 | -0.102 | -0.964 | -0.964 |
| sma_7 | 0.704 | 0.595 | 0.625 | -0.474 | 1.000 | 0.797 | 0.795 | 0.707 | 0.324 | 0.368 | -0.066 | 0.821 | 0.698 | 0.397 | 0.540 | 0.386 | 0.595 | 0.625 | -0.474 | 1.000 | 0.394 | -0.066 | 0.519 | 0.519 |
| target | 0.573 | 0.472 | 0.568 | -0.824 | 0.394 | 0.531 | 0.522 | 0.550 | 0.195 | 0.238 | -0.109 | 0.488 | 0.206 | 0.753 | 0.571 | 0.484 | 0.472 | 0.568 | -0.824 | 0.394 | 1.000 | -0.109 | 0.792 | 0.792 |
| volume | 0.017 | 0.143 | -0.125 | -0.102 | -0.066 | -0.091 | -0.151 | 0.075 | -0.257 | 0.135 | 1.000 | -0.219 | 0.313 | 0.132 | 0.160 | -0.059 | 0.143 | -0.125 | -0.102 | -0.066 | -0.109 | 1.000 | 0.128 | 0.128 |
| window_end_ms | 0.616 | 0.835 | 0.449 | -0.964 | 0.519 | 0.543 | 0.540 | 0.859 | -0.206 | 0.684 | 0.128 | 0.558 | 0.486 | 0.937 | 0.776 | 0.278 | 0.835 | 0.449 | -0.964 | 0.519 | 0.792 | 0.128 | 1.000 | 1.000 |
| window_start_ms | 0.616 | 0.835 | 0.449 | -0.964 | 0.519 | 0.543 | 0.540 | 0.859 | -0.206 | 0.684 | 0.128 | 0.558 | 0.486 | 0.937 | 0.776 | 0.278 | 0.835 | 0.449 | -0.964 | 0.519 | 0.792 | 0.128 | 1.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| open | high | low | close | window_start_ms | window_end_ms | volume | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1752508740000 | 2577.60 | 2577.86 | 2577.60 | 2577.86 | 1752508740000 | 1752508800000 | 0.08 | 2573.43 | 2573.98 | 2577.90 | 2583.33 | 2573.43 | 2573.98 | 2577.90 | 2583.33 | 92.45 | 47.25 | 41.67 | 44.63 | -1.08 | -3.97 | 2.90 | 0.08 | 2576.25 |
| 1752508800000 | 2576.25 | 2578.33 | 2576.25 | 2576.74 | 1752508800000 | 1752508860000 | 18.26 | 2574.90 | 2573.53 | 2577.50 | 2583.12 | 2574.90 | 2573.53 | 2577.50 | 2583.12 | 83.07 | 42.65 | 42.52 | 44.60 | -0.91 | -3.55 | 2.64 | 18.26 | 2574.61 |
| 1752508860000 | 2577.62 | 2578.10 | 2576.32 | 2576.32 | 1752508860000 | 1752508920000 | 0.28 | 2575.96 | 2573.17 | 2576.98 | 2582.87 | 2575.96 | 2573.17 | 2576.98 | 2582.87 | 77.55 | 43.94 | 39.83 | 43.64 | -0.91 | -3.45 | 2.54 | 0.28 | 2574.89 |
| 1752508920000 | 2576.59 | 2577.72 | 2576.24 | 2576.25 | 1752508920000 | 1752508980000 | 1.18 | 2576.90 | 2573.15 | 2576.46 | 2582.61 | 2576.90 | 2573.15 | 2576.46 | 2582.61 | 75.63 | 49.68 | 39.62 | 43.35 | -0.84 | -3.20 | 2.36 | 1.18 | 2576.31 |
| 1752508980000 | 2576.24 | 2577.67 | 2576.24 | 2576.50 | 1752508980000 | 1752509040000 | 3.63 | 2576.86 | 2573.33 | 2575.94 | 2582.39 | 2576.86 | 2573.33 | 2575.94 | 2582.39 | 48.08 | 53.65 | 39.96 | 44.26 | -0.66 | -2.68 | 2.02 | 3.63 | 2576.31 |
| 1752509040000 | 2576.80 | 2578.32 | 2576.25 | 2576.25 | 1752509040000 | 1752509100000 | 1.08 | 2576.62 | 2573.50 | 2575.46 | 2582.19 | 2576.62 | 2573.50 | 2575.46 | 2582.19 | 33.20 | 53.31 | 40.38 | 44.60 | -0.42 | -2.08 | 1.66 | 1.08 | 2576.78 |
| 1752509100000 | 2576.25 | 2576.25 | 2574.61 | 2574.61 | 1752509100000 | 1752509160000 | 11.73 | 2576.36 | 2573.69 | 2574.89 | 2581.99 | 2576.36 | 2573.69 | 2574.89 | 2581.99 | 32.30 | 53.99 | 39.11 | 44.86 | -0.36 | -1.54 | 1.18 | 11.73 | 2574.41 |
| 1752509160000 | 2574.14 | 2577.56 | 2574.11 | 2574.89 | 1752509160000 | 1752509220000 | 7.47 | 2575.94 | 2574.69 | 2574.63 | 2581.88 | 2575.94 | 2574.69 | 2574.63 | 2581.88 | 13.15 | 79.07 | 44.43 | 46.86 | -0.16 | -0.88 | 0.72 | 7.47 | 2573.18 |
| 1752509220000 | 2576.59 | 2577.98 | 2575.32 | 2576.31 | 1752509220000 | 1752509280000 | 15.01 | 2575.88 | 2575.39 | 2574.31 | 2581.75 | 2575.88 | 2575.39 | 2574.31 | 2581.75 | 45.03 | 74.76 | 42.87 | 46.42 | 0.28 | 0.16 | 0.11 | 15.01 | 2573.16 |
| 1752509280000 | 2576.66 | 2577.28 | 2576.30 | 2576.31 | 1752509280000 | 1752509340000 | 12.85 | 2575.87 | 2575.92 | 2574.07 | 2581.65 | 2575.87 | 2575.92 | 2574.07 | 2581.65 | 49.87 | 71.35 | 44.45 | 47.21 | 0.65 | 1.02 | -0.36 | 12.85 | 2569.87 |
| open | high | low | close | window_start_ms | window_end_ms | volume | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1752509940000 | 2583.96 | 2583.97 | 2583.77 | 2583.97 | 1752509940000 | 1752510000000 | 1.92 | 2576.57 | 2575.79 | 2575.98 | 2580.32 | 2576.57 | 2575.79 | 2575.98 | 2580.32 | 79.71 | 69.52 | 62.92 | 50.08 | 1.60 | -0.39 | 1.99 | 1.92 | 2589.37 |
| 1752510000000 | 2582.44 | 2582.44 | 2578.11 | 2581.85 | 1752510000000 | 1752510060000 | 3.99 | 2578.28 | 2576.29 | 2576.17 | 2580.28 | 2578.28 | 2576.29 | 2576.17 | 2580.28 | 85.19 | 63.48 | 56.68 | 49.11 | 1.75 | -0.07 | 1.82 | 3.99 | 2588.89 |
| 1752510060000 | 2582.94 | 2585.83 | 2581.67 | 2585.76 | 1752510060000 | 1752510120000 | 7.42 | 2580.45 | 2576.96 | 2576.60 | 2580.29 | 2580.45 | 2576.96 | 2576.60 | 2580.29 | 87.51 | 66.69 | 63.82 | 50.12 | 2.23 | 0.36 | 1.87 | 7.42 | 2588.91 |
| 1752510120000 | 2585.34 | 2585.91 | 2584.37 | 2584.61 | 1752510120000 | 1752510180000 | 1.32 | 2581.75 | 2577.55 | 2576.99 | 2580.28 | 2581.75 | 2577.55 | 2576.99 | 2580.28 | 77.69 | 64.09 | 62.42 | 49.66 | 2.30 | 0.66 | 1.64 | 1.32 | 2588.69 |
| 1752510180000 | 2584.80 | 2587.26 | 2584.80 | 2587.26 | 1752510180000 | 1752510240000 | 3.14 | 2583.48 | 2578.30 | 2577.52 | 2580.28 | 2583.48 | 2578.30 | 2577.52 | 2580.28 | 82.51 | 66.56 | 65.31 | 50.03 | 2.60 | 0.93 | 1.67 | 3.14 | 2587.03 |
| 1752510240000 | 2587.26 | 2589.65 | 2587.26 | 2589.37 | 1752510240000 | 1752510300000 | 9.83 | 2585.18 | 2579.37 | 2578.13 | 2580.30 | 2585.18 | 2579.37 | 2578.13 | 2580.30 | 82.21 | 73.84 | 67.02 | 50.53 | 2.94 | 1.21 | 1.73 | 9.83 | 2589.57 |
| 1752510300000 | 2588.93 | 2588.93 | 2588.88 | 2588.89 | 1752510300000 | 1752510360000 | 0.28 | 2585.96 | 2580.49 | 2578.73 | 2580.31 | 2585.96 | 2580.49 | 2578.73 | 2580.31 | 71.11 | 75.64 | 66.61 | 50.39 | 3.07 | 1.63 | 1.44 | 0.28 | 2587.10 |
| 1752510360000 | 2589.63 | 2589.73 | 2588.91 | 2588.91 | 1752510360000 | 1752510420000 | 3.54 | 2586.66 | 2581.62 | 2579.41 | 2580.31 | 2586.66 | 2581.62 | 2579.41 | 2580.31 | 69.86 | 75.71 | 69.63 | 50.06 | 3.15 | 2.07 | 1.08 | 3.54 | 2583.28 |
| 1752510420000 | 2588.00 | 2588.80 | 2588.00 | 2588.69 | 1752510420000 | 1752510480000 | 25.63 | 2587.64 | 2582.96 | 2580.07 | 2580.30 | 2587.64 | 2582.96 | 2580.07 | 2580.30 | 82.45 | 84.14 | 68.98 | 49.61 | 3.09 | 2.44 | 0.65 | 25.63 | 2588.02 |
| 1752510480000 | 2588.17 | 2588.98 | 2587.03 | 2587.03 | 1752510480000 | 1752510540000 | 6.83 | 2587.82 | 2584.13 | 2580.58 | 2580.21 | 2587.82 | 2584.13 | 2580.58 | 2580.21 | 57.66 | 78.81 | 64.64 | 47.56 | 2.83 | 3.00 | -0.17 | 6.83 | 2587.05 |